Ellen Whitmore
Whitmore & Bennett
Overall Maturity
Level 2: Efficiency-First
AI is back-office or unadopted. No commercial strategy.
AI tools adopted for productivity. Same services, faster.
Commercial question is on the table. Some pieces in place, nothing systematic yet.
Commercial posture is advanced. Pricing model shifting.
Your Profile
The Capability Gap
You have what it takes to build new offerings. You haven’t built them yet.
Your answers point to a firm with the pieces in place: a team of the right size, AI already in use, and a decision-maker with the authority to act. What’s missing is the offering itself. You haven’t launched something new that AI makes possible, and because client and competitive pressure is still quiet, little is forcing the question. That’s the gap. Your capability is ahead of what you’ve put in market.
The opportunity
Build a new AI-augmented offering while you still have room to do it deliberately. Not an existing service relabeled, but one with a different delivery model, a different price structure, and a value proposition that wasn’t possible before AI.
The risk
Quiet conditions don’t last. When clients start asking and competitors start moving, the firms that built while it was calm are the ones with something to sell. Capability that never becomes an offering is just overhead.
Maturity Snapshot
Mostly hourly billing. Exposed to margin compression as AI speeds up delivery.
Significant staff time spent on work that doesn’t require senior expertise.
Some combination of team scale, AI adoption, or decision-maker authority.
Real pressure: clients questioning value, competitors moving, or fees under discussion.
No new service offerings in recent years.
Key Findings
You have a lot of routine, automatable work but you're still billing hourly for most of it. AI makes that work faster, which under hourly billing means smaller invoices for the same output. The billing model is the bottleneck.
Your service mix has a lot of automatable work, but AI adoption at the firm is still early. Getting tools in use across the team is the prerequisite before new offerings can take shape.
Your firm hasn't launched new service offerings recently. This is the widest gap. Whether AI compresses your margins or creates new revenue depends on what you decide to sell differently.
What’s Happening in Your Market
Augmenta compresses electrical system design from 6–8 weeks to days. Younger firms are winning projects on speed and price, and the production layer they compete on is the same layer most firms still price their fees against.
What Most Firms Haven’t Done Yet
The numbers below describe your field, not your firm. Your own snapshot is where you stand today. What follows is where the market is heading, and the room you still have to move first.
Production work fills the billable hours at most firms. When AI handles drafting, calculations, and initial design, the value that remains is engineering judgment, but most firms still price and sell as if the drawings are the product. The proof the pricing lever works is already in the industry’s own benchmarks: Deltek’s top-performing firms run the same 61% utilization as everyone else and earn 31% operating profit against 12%. The difference is pricing, not hours.
What Firms Like Yours Are Building
AI-augmented design review service
Clients or contractors generate initial designs with AI. You provide the expert review, code compliance, and engineering judgment. Fixed-fee per project.
Rapid feasibility analysis
AI-powered site analysis and preliminary design delivered in days. Premium pricing for speed that used to take weeks.
Ongoing building performance monitoring
AI-driven analysis of building systems post-construction. Subscription revenue from existing clients.
The Numbers Behind It
Only 27% of AEC firms use AI for automation, problem-solving, or decision-making
ASCE / Bluebeam, 2025
89% of AEC firms are struggling to find qualified workers, and AI is the only scalable answer
Associated General Contractors of America
AI in construction market growing from $4B to $12B by 2029 (24% CAGR)
Mordor Intelligence
68% of early AI adopters in AEC have saved $50K+; 46% have saved 500–1,000 hours
Bluebeam AEC Technology Outlook 2026
Your Next Steps
- 1
List what your firm could build with the team and AI tools you already have. You can already build these; the hard part is choosing which one goes first.
- 2
Identify where AI changes the delivery model, not just the speed. A service that uses AI to monitor something continuously, flag issues proactively, or synthesize across data sources is a different service from one that produces the same report faster.
- 3
Spec one new offering where the delivery model, pricing, and value proposition are all different from what you sell today. If it looks like an existing service with AI bolted on, start over.
Go Deeper
Two ways to take this further.
The Map
$2,500
Two hours on your own service lines, and a map: which of them AI is about to change, and the two or three moves worth making first. Credited toward the Workshop.
The Workshop
$15,000
Two days from start to delivery, one on site with your senior team, then 2–3 offering briefs, specified and priced. Each names the first client to call, so you test before you build.
This is the gap between where your fees are and where they need to be. The three steps above are the what. The Workshop is the how. One day, and you leave with two or three offering briefs to close it, specified and priced.
AI Commercialization Assessment powered by the Upshift Maturity Model. Dimensions informed by research from McKinsey (State of AI 2025), Thomson Reuters / Georgetown (Legal Market Report 2026), AICPA (CAS Benchmark Survey 2024), and Hinge Research Institute (High Growth Study 2025). Maturity levels describe observable firm behaviors, not percentile rankings.